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Published by hamel.dev (Hamel Husain) (T1.5 source). The original is at https://hamel.dev/blog/posts/revenge/.

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The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Hamel Husain's blog post and PyAI Conf talk arguing data scientists remain essential in the LLM era. The core claim: evaluation, debugging stochastic systems, and metrics design (framed as 'harness engineering') persist regardless of foundation-model APIs. References OpenAI's harness engineering blog post.

Reframes a common career worry through a concrete technical lens — evals and harness engineering as durable data science skills, not a job description to mourn.

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